| 1 | Image Input | 19 | Conv 512 3 × 3 × 256 filters | 37 | ReLU + 50% dropout |
| 2 | Conv 64 3 × 3 × 3 filters | 20 | ReLU | 39 | Conv 5 1 × 1 filters |
| 3 | ReLU | 21 | Conv 512 3 × 3 × 512 filters | 40 | Transposed Conv 5 4 × 4 × 5 |
| 4 | Conv 64 3 × 3 × 64 filters | 22 | ReLU | 41 | Addition |
| 5 | ReLU + max pool 2 × 2 | 23 | Conv 512 3 × 3 × 512 filters | 42 | Transposed Conv 5 4 × 4 × 5 |
| 7 | Conv 128 3 × 3 × 64 filters | 24 | ReLU + max pool 2 × 2 | 43 | Addition |
| 8 | ReLU | 26 | Conv 512 3 × 3 × 512 filters | 44 | Transposed Conv 5 16 × 16 × 5 |
| 9 | Conv 128 3 × 3 × 128 filters | 27 | ReLU | 45 | Crop 2D |
| 10 | ReLU + max pool 2 × 2 | 28 | Conv 512 3 × 3 × 512 filters | 46 | Softmax |
| 12 | Conv 256 3 × 3 × 128 filters | 29 | ReLU | 47 | Pixel Classification Layer |
| 13 | ReLU | 30 | Conv 512 3 × 3 × 512 filters | 48 | Conv 5 1 × 1 filters |
| 14 | Conv 256 3 × 3 × 256 filters | 31 | ReLU + max pool 2 × 2 | 49 | Crop 2D |
| 15 | ReLU | 33 | Conv 4096 7 × 7 × 512 filters | 50 | Conv 5 1 × 1 filters |
| 16 | Conv 256 3 × 3 × 256 filters | 34 | ReLU + 50% dropout | 51 | Crop 2D |
| 17 | ReLU + max pool 2 × 2 | 36 | Conv 4096 1 × 1 × 4096 filters | ||